{
 "cells": [
  {
   "cell_type": "code",
<<<<<<< HEAD
   "execution_count": 2,
=======
   "execution_count": 1,
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from tqdm import tqdm\n",
    "import pickle"
   ]
  },
  {
   "cell_type": "code",
<<<<<<< HEAD
   "execution_count": 3,
=======
   "execution_count": 2,
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
   "metadata": {},
   "outputs": [],
   "source": [
    "port_path = '../../data/port.csv'\n",
    "port_info_path = '../../data/DataForModelB/port_info_dict_dump.file'"
   ]
  },
  {
   "cell_type": "code",
<<<<<<< HEAD
   "execution_count": 4,
=======
   "execution_count": 3,
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
   "metadata": {},
   "outputs": [],
   "source": [
    "port_data_origin = pd.read_csv(port_path)\n",
    "\n",
    "port_data_useful = port_data_origin[['TRANS_NODE_NAME', 'LONGITUDE', 'LATITUDE']]\n",
    "\n",
    "port_data = {}\n",
    "\n",
    "for item in port_data_origin.itertuples():\n",
    "        port_data[item.TRANS_NODE_NAME] = {'LON': item.LONGITUDE,'LAT': item.LATITUDE}"
   ]
  },
  {
   "cell_type": "code",
<<<<<<< HEAD
   "execution_count": 5,
=======
   "execution_count": 4,
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
<<<<<<< HEAD
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       " 'NP1_NEP ': {'LAT': 28.023096999999996, 'LON': 81.36165600000001},\n",
       " 'NP1_NWP ': {'LAT': 27.696447999999997, 'LON': 84.39971899999999},\n",
       " 'NP1_KMDU ': {'LAT': 27.410840999999998, 'LON': 85.23090400000001},\n",
       " 'NP1_EDR ': {'LAT': 26.587093, 'LON': 87.270927},\n",
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       " 'TH1_TKK ': {'LAT': 14.101420999999998, 'LON': 100.61107700000001},\n",
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       " 'BDC_Proximus': {'LAT': 50.476224, 'LON': 4.366178},\n",
       " 'TMNL_NL': {'LAT': 52.274617, 'LON': 4.7601059999999995},\n",
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       " 'OS': {'LAT': 3.0426349999999998, 'LON': 101.53540600000001},\n",
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       " 'Silla Border': {'LAT': 24.082201, 'LON': 51.727066},\n",
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       " 'agility warehouse': {'LAT': 29.271439, 'LON': 47.847977},\n",
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       " 'UWAIT NETWORK ELECTRONIC WH': {'LAT': 29.084744, 'LON': 48.117121000000004},\n",
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       " 'YYB': {'LAT': 46.351620000000004, 'LON': -79.428217},\n",
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       " 'CNSHK': {'LAT': 22.559462, 'LON': 113.86305800000001},\n",
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       " 'CNYTN': {'LAT': 22.5777, 'LON': 114.275347},\n",
       " 'YANTIAN': {'LAT': 22.5777, 'LON': 114.275347},\n",
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       " 'TSN': {'LAT': 39.130406, 'LON': 117.3592},\n",
       " 'XMN': {'LAT': 24.539071, 'LON': 118.134368},\n",
       " 'CNXMN': {'LAT': 24.503395, 'LON': 118.13186599999999},\n",
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       " 'COLON FREE TRADE ZONE': {'LAT': 9.358666, 'LON': -79.863599},\n",
       " 'COLON CONTAINER TERMINAL': {'LAT': 9.358666, 'LON': -79.863599},\n",
       " 'COLONFREETRADEZONE': {'LAT': 9.358666, 'LON': -79.863599},\n",
       " 'COLONCONTAINERTERMINAL': {'LAT': 9.358666, 'LON': -79.863599},\n",
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       " 'POM': {'LAT': -9.442452000000001, 'LON': 147.218889},\n",
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       " 'ASU': {'LAT': -25.242289000000003, 'LON': -57.51418100000001},\n",
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       " 'PTLIS': {'LAT': 38.711859999999994, 'LON': -9.166323},\n",
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       " 'QARLF': {'LAT': 25.928253, 'LON': 51.580811},\n",
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       " '533086': {'LAT': 30.587688, 'LON': 32.265829},\n",
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       " 'CO_SCHENKE': {'LAT': 4.676915, 'LON': -74.167191},\n",
       " 'KAMPALAWAREHOUSE_UGANDA': {'LAT': 0.337472, 'LON': 32.618687},\n",
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       " 'CN_BJ_ZW/C': {'LAT': 40.14515, 'LON': 116.70244},\n",
       " '435565': {'LAT': 36.859764, 'LON': 10.16503},\n",
       " '517565': {'LAT': 59.61954300000001, 'LON': 17.894207},\n",
       " 'NP1_POK': {'LAT': 27.678348, 'LON': 84.548203},\n",
       " '16567': {'LAT': -33.357717, 'LON': -70.729687},\n",
       " '535225': {'LAT': 15.492609, 'LON': 32.530448},\n",
       " '534655': {'LAT': -23.4774, 'LON': -47.5367},\n",
       " '533925': {'LAT': 49.983779, 'LON': 7.547045},\n",
       " '537555': {'LAT': 50.120294, 'LON': 14.612917000000001},\n",
       " 'HK1_SINO': {'LAT': 22.394631, 'LON': 113.971126},\n",
       " '536255': {'LAT': 10.464214, 'LON': -61.420730000000006},\n",
       " 'UA1_ZAM': {'LAT': 50.317685, 'LON': 30.869569},\n",
       " 'PH_CDO_SDV': {'LAT': 8.499239999999999, 'LON': 124.75301699999999},\n",
       " '534905': {'LAT': 27.701866, 'LON': 85.40563900000001},\n",
       " '532850': {'LAT': 18.548054999999998, 'LON': -69.877703},\n",
       " '534656': {'LAT': -23.440238, 'LON': -47.390609999999995},\n",
       " '533875': {'LAT': 48.178748999999996, 'LON': 16.469532},\n",
       " 'NA_NAMIBIA': {'LAT': -22.490211, 'LON': 17.131555},\n",
       " '535625': {'LAT': -25.929472, 'LON': 32.514853},\n",
       " '536125': {'LAT': -23.441182, 'LON': -47.392327},\n",
       " '537165': {'LAT': 3.0448049999999998, 'LON': 101.532207},\n",
       " '534085': {'LAT': 42.039708000000005, 'LON': 21.395891},\n",
       " '534245': {'LAT': 12.647993, 'LON': -7.972517},\n",
       " 'CO_SK-2': {'LAT': 4.720299, 'LON': -74.195724},\n",
       " '538955': {'LAT': 40.790209999999995, 'LON': 29.4426},\n",
       " '540532': {'LAT': 42.769596, 'LON': 23.316465},\n",
       " '535425': {'LAT': 18.943913000000002, 'LON': 102.414487},\n",
       " 'LV1_PL-KN': {'LAT': 52.172568, 'LON': 20.80764},\n",
       " 'SG1_YCH': {'LAT': 1.322268, 'LON': 103.64198499999999},\n",
       " 'MX1_FLEX': {'LAT': 20.748875, 'LON': -103.50564399999999},\n",
       " 'BS1_NAS_BL': {'LAT': 25.063758, 'LON': -77.39976999999999},\n",
       " 'DZ1_NEWOTA': {'LAT': 36.532579, 'LON': 2.830673},\n",
       " 'TW1_SK': {'LAT': 25.114398, 'LON': 121.259751},\n",
       " ...}"
      ]
     },
     "execution_count": 5,
=======
       "{'NP1_POK ': {'LON': 83.975602, 'LAT': 28.20403},\n",
       " 'NP1_NEP ': {'LON': 81.36165600000001, 'LAT': 28.023096999999996},\n",
       " 'NP1_NWP ': {'LON': 84.39971899999999, 'LAT': 27.696447999999997},\n",
       " 'NP1_KMDU ': {'LON': 85.23090400000001, 'LAT': 27.410840999999998},\n",
       " 'NP1_EDR ': {'LON': 87.270927, 'LAT': 26.587093},\n",
       " 'LK1_SK2 ': {'LON': 79.872208, 'LAT': 7.075680999999999},\n",
       " 'TH1_TKK ': {'LON': 100.61107700000001, 'LAT': 14.101420999999998},\n",
       " 'TH1_KN ': {'LON': 100.764655, 'LAT': 13.611397},\n",
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       " 'SFB': {'LON': -81.243913, 'LAT': 28.773422999999998},\n",
       " 'SFZ': {'LON': -71.489237, 'LAT': 41.919854},\n",
       " 'SIK': {'LON': -89.562621, 'LAT': 36.883499},\n",
       " 'SJT': {'LON': -100.501109, 'LAT': 31.351574},\n",
       " 'SLC': {'LON': -111.980768, 'LAT': 40.788568},\n",
       " 'SPS': {'LON': -98.49826800000001, 'LAT': 33.985076},\n",
       " 'SYN': {'LON': -93.012151, 'LAT': 44.475194},\n",
       " 'TTD': {'LON': -122.396971, 'LAT': 45.547568},\n",
       " 'TUS': {'LON': -110.93991399999999, 'LAT': 32.111166},\n",
       " 'TYR': {'LON': -95.40962900000001, 'LAT': 32.348661},\n",
       " 'UIN': {'LON': -91.192038, 'LAT': 39.935658000000004},\n",
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       " 'USCLE': {'LON': -81.707741, 'LAT': 41.494427},\n",
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       " 'SVN': {'LON': -81.14697199999999, 'LAT': 32.006717},\n",
       " 'TDW': {'LON': -101.702156, 'LAT': 35.200604},\n",
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       " 'USBOS': {'LON': -71.05380699999999, 'LAT': 42.35387},\n",
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       " 'USCHI': {'LON': -87.563234, 'LAT': 41.681666},\n",
       " 'USCHS': {'LON': -79.933676, 'LAT': 32.782323},\n",
       " 'USHNL': {'LON': -157.890676, 'LAT': 21.320193},\n",
       " 'USDUT': {'LON': -166.517821, 'LAT': 53.912284},\n",
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       " 'USGRB': {'LON': -87.61198, 'LAT': 45.112179},\n",
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       " 'USPDX': {'LON': -122.71556799999999, 'LAT': 45.558896000000004},\n",
       " 'USPHL': {'LON': -75.162522, 'LAT': 39.947162},\n",
       " 'USLAX': {'LON': -118.25758400000001, 'LAT': 33.76173},\n",
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       " 'USMEM': {'LON': -90.054932, 'LAT': 35.151776},\n",
       " 'USMIA': {'LON': -80.166667, 'LAT': 25.766667},\n",
       " 'USNYC': {'LON': -74.018439, 'LAT': 40.698159000000004},\n",
       " 'USOAK': {'LON': -122.278136, 'LAT': 37.832654999999995},\n",
       " 'USPNS': {'LON': -87.20750600000001, 'LAT': 30.402475},\n",
       " 'USPWM': {'LON': -70.234706, 'LAT': 43.649654999999996},\n",
       " 'USSFO': {'LON': -122.384777, 'LAT': 37.796973},\n",
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       " 'UYMVD': {'LON': -56.212547, 'LAT': -34.903857},\n",
       " 'SON': {'LON': 167.221738, 'LAT': -15.506239},\n",
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       " 'Chukursai': {'LON': 69.282354, 'LAT': 41.258383},\n",
       " 'VUVLI': {'LON': 168.320504, 'LAT': -17.746235000000002},\n",
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       " 'JALALABAD': {'LON': 70.497566, 'LAT': 34.396725},\n",
       " 'JAA': {'LON': 70.497566, 'LAT': 34.396725},\n",
       " 'KBL': {'LON': 69.211813, 'LAT': 34.56654},\n",
       " 'YEHOD': {'LON': 42.9562, 'LAT': 14.787663},\n",
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       " 'HRE': {'LON': 31.097965999999996, 'LAT': -17.921560999999997},\n",
       " '8055': {'LON': 66.782793, 'LAT': 25.000076},\n",
       " 'SS3_YCH': {'LON': 103.641642, 'LAT': 1.322611},\n",
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       " '22562': {'LON': 15.34862, 'LAT': -4.362376},\n",
       " 'QAHAL': {'LON': 51.553688, 'LAT': 25.302597},\n",
       " '278565': {'LON': -1.2889540000000002, 'LAT': 51.622381},\n",
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       " '338565': {'LON': 35.02854, 'LAT': -15.787826},\n",
       " '8656': {'LON': 46.830903, 'LAT': 24.646462},\n",
       " '533086': {'LON': 32.265829, 'LAT': 30.587688},\n",
       " 'ABIDJAN': {'LON': -4.00494, 'LAT': 5.282197},\n",
       " 'FALADIE': {'LON': -4.00494, 'LAT': 5.282197},\n",
       " '527565': {'LON': -4.00494, 'LAT': 5.282197},\n",
       " '525565': {'LON': 81.61991, 'LAT': 28.060125},\n",
       " 'CO_SCHENKE': {'LON': -74.167191, 'LAT': 4.676915},\n",
       " 'KAMPALAWAREHOUSE_UGANDA': {'LON': 32.618687, 'LAT': 0.337472},\n",
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       " 'CN_BJ_ZW/C': {'LON': 116.70244, 'LAT': 40.14515},\n",
       " '435565': {'LON': 10.16503, 'LAT': 36.859764},\n",
       " '517565': {'LON': 17.894207, 'LAT': 59.61954300000001},\n",
       " 'NP1_POK': {'LON': 84.548203, 'LAT': 27.678348},\n",
       " '16567': {'LON': -70.729687, 'LAT': -33.357717},\n",
       " '535225': {'LON': 32.530448, 'LAT': 15.492609},\n",
       " '534655': {'LON': -47.5367, 'LAT': -23.4774},\n",
       " '533925': {'LON': 7.547045, 'LAT': 49.983779},\n",
       " '537555': {'LON': 14.612917000000001, 'LAT': 50.120294},\n",
       " 'HK1_SINO': {'LON': 113.971126, 'LAT': 22.394631},\n",
       " '536255': {'LON': -61.420730000000006, 'LAT': 10.464214},\n",
       " 'UA1_ZAM': {'LON': 30.869569, 'LAT': 50.317685},\n",
       " 'PH_CDO_SDV': {'LON': 124.75301699999999, 'LAT': 8.499239999999999},\n",
       " '534905': {'LON': 85.40563900000001, 'LAT': 27.701866},\n",
       " '532850': {'LON': -69.877703, 'LAT': 18.548054999999998},\n",
       " '534656': {'LON': -47.390609999999995, 'LAT': -23.440238},\n",
       " '533875': {'LON': 16.469532, 'LAT': 48.178748999999996},\n",
       " 'NA_NAMIBIA': {'LON': 17.131555, 'LAT': -22.490211},\n",
       " '535625': {'LON': 32.514853, 'LAT': -25.929472},\n",
       " '536125': {'LON': -47.392327, 'LAT': -23.441182},\n",
       " '537165': {'LON': 101.532207, 'LAT': 3.0448049999999998},\n",
       " '534085': {'LON': 21.395891, 'LAT': 42.039708000000005},\n",
       " '534245': {'LON': -7.972517, 'LAT': 12.647993},\n",
       " 'CO_SK-2': {'LON': -74.195724, 'LAT': 4.720299},\n",
       " '538955': {'LON': 29.4426, 'LAT': 40.790209999999995},\n",
       " '540532': {'LON': 23.316465, 'LAT': 42.769596},\n",
       " '535425': {'LON': 102.414487, 'LAT': 18.943913000000002},\n",
       " 'LV1_PL-KN': {'LON': 20.80764, 'LAT': 52.172568},\n",
       " 'SG1_YCH': {'LON': 103.64198499999999, 'LAT': 1.322268},\n",
       " 'MX1_FLEX': {'LON': -103.50564399999999, 'LAT': 20.748875},\n",
       " 'BS1_NAS_BL': {'LON': -77.39976999999999, 'LAT': 25.063758},\n",
       " 'DZ1_NEWOTA': {'LON': 2.830673, 'LAT': 36.532579},\n",
       " 'TW1_SK': {'LON': 121.259751, 'LAT': 25.114398},\n",
       " ...}"
      ]
     },
     "execution_count": 4,
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# port_data_useful.to_csv(port_info_path, index=False)\n",
    "\n",
    "with open(port_info_path, \"wb\") as f:\n",
    "    pickle.dump(port_data, f)\n",
    "port_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
<<<<<<< HEAD
   "display_name": "Conda-python3",
   "language": "python",
   "name": "conda-python3"
=======
   "display_name": "Python 3.7.6 64-bit ('AI': conda)",
   "language": "python",
   "name": "python37664bitaiconda6859e03b37c34f0182c9bde8073269f7"
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
<<<<<<< HEAD
   "version": "3.6.4"
=======
   "version": "3.7.6"
>>>>>>> 081c522bdcef1cb40c539a5a14ec6d26a3b53059
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
